IBM Journey to AI blog

JUNE 27, 2024

This requires traditional capabilities like encryption, anonymization and tokenization, but also creating capabilities to automatically classify data (sensitivity, taxonomy alignment) by using machine learning.

Generative AI 321

Generative AI Data Ingestion Large Language Models AI 321

IBM Journey to AI blog

AUGUST 23, 2023

If you add in IBM data governance solutions, the top left will look a bit more like this: The data governance solution powered by IBM Knowledge Catalog offers several capabilities to help facilitate advanced data discovery, automated data quality and data protection. and watsonx.data.

Large Language Models 187

Large Language Models Data Discovery LLM AI 187

IBM Journey to AI blog

DECEMBER 16, 2022

An enterprise data catalog does all that a library inventory system does – namely streamlining data discovery and access across data sources – and a lot more. For example, data catalogs have evolved to deliver governance capabilities like managing data quality and data privacy and compliance.

Metadata 130

Metadata Data Quality Data Discovery Data Scientist 130

Marktechpost

MARCH 22, 2024

DATALORE uses Large Language Models (LLMs) to reduce semantic ambiguity and manual work as a data transformation synthesis tool. Second, for each provided base table T, the researchers use data discovery algorithms to find possible related candidate tables. These models have been trained on billions of lines of code.

Machine Learning 136

Machine Learning Explainability Categorization ETL 136

IBM Journey to AI blog

JANUARY 5, 2023

Both approaches were typically monolithic and centralized architectures organized around mechanical functions of data ingestion, processing, cleansing, aggregation, and serving. As previously mentioned, a data fabric is one such architecture.

Data Quality 130

Data Quality Metadata ETL Big Data 130

Marktechpost

JULY 18, 2023

ETL solutions employ several data management strategies to automate the extraction, transformation, and loading (ETL) process, reducing errors and speeding up data integration. Skyvia Skyvia is a cloud data platform created by Devart that enables no-coding data integration, backup, management, and access.

ETL 52

ETL Data Integration Business Intelligence Automation 52

Pickl AI

JULY 25, 2024

It allows for high-throughput and low-latency data ingestion, making it suitable for applications that require immediate insights. Apache NiFi A powerful data integration tool that supports data routing, transformation, and system mediation logic. It provides a user-friendly interface for designing data flows.

Data Ingestion 52

Data Ingestion ETL Data Quality Data Integration 52